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(chore): generate 0.11.0rc1 release notes (#1663)
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ilan-gold authored Sep 4, 2024
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(v0.11.0rc1)=
### 0.11.0rc1 {small}`2024-09-04`

### Breaking changes

- Removed deprecated modules `anndata.core` and `anndata.readwrite` {user}`ivirshup` ({pr}`1197`)
- No longer export `sparse_dataset` from `anndata.experimental`, instead exporting {func}`anndata.sparse_dataset` {user}`ilan-gold` ({pr}`1642`)
- Move `RWAble` and `InMemoryElem` out of `experimental`, renaming `RWAble` to {type}`~anndata.typing.AxisStorable` and `InMemoryElem` to {type}`~anndata.typing.RWAble` {user}`ilan-gold` ({pr}`1643`)

### Development Process

- create new `cupy` installation options for cuda 11 & 12 called `cu11` and `cu12` {user}`Intron7` ({pr}`1596`)

### Documentation

- Correct {attr}`anndata.AnnData.X` type to include {class}`~anndata.abc.CSRDataset` and {class}`~anndata.abc.CSCDataset` as possible types and being deprecation process for non-csr/csc {class}`scipy.sparse.spmatrix` types in {attr}`anndata.AnnData.X` {user}`ilan-gold` ({pr}`1616`)

### Features

- `scipy.sparse.csr_array` and `scipy.sparse.csc_array` are now supported when constructing `AnnData` objects {user}`ilan-gold` {user}`isaac-virshup` ({pr}`1028`)
- Allow `axis` parameter of e.g. :func:`anndata.concat` to accept `'obs'` and `'var'` {user}`flying-sheep` ({pr}`1244`)
- Add `settings` object with methods for altering internally-used options, like checking for uniqueness on `obs`' index {user}`ilan-gold` ({pr}`1270`)
- Add {attr}`~anndata.settings.shall_remove_unused_categories` option to {attr}`anndata.settings` to override current behavior {user}`ilan-gold` ({pr}`1340`)
- Add :func:`~anndata.experimental.read_elem_as_dask` function to handle i/o with sparse and dense arrays {user}`ilan-gold` ({pr}`1469`)
- Add ability to convert strings to categoricals on write in {meth}`~anndata.AnnData.write_h5ad` and {meth}`~anndata.AnnData.write_zarr` via `convert_strings_to_categoricals` parameter {user}` falexwolf` ({pr}`1474`)
- Add {attr}`~anndata.settings.shall_check_uniqueness` option to {attr}`anndata.settings` to override current behavior {user}`ilan-gold` ({pr}`1507`)
- Add functionality to write from GPU {class}`dask.array.Array` to disk {user}`ilan-gold` ({pr}`1550`)
- Read and write support for nullable string arrays ({class}`pandas.arrays.StringArray`).
Use pandas’ {doc}`pandas:user_guide/options` `mode.string_storage` to control which storage mode is used when reading `dtype="string"` columns.
{user}`flying-sheep` ({pr}`1558`)
- Export {func}`~anndata.write_elem` and {func}`~anndata.read_elem` directly from the main package instead of `experimental` {user}`ilan-gold` ({pr}`1598`)
- Allow reading sparse data (via {func}`~anndata.read_elem` or {func}`~anndata.sparse_dataset`) into either {class}`scipy.sparse.csr_array` or {class}`scipy.sparse.csc_array` via {attr}`anndata.settings.shall_use_sparse_array_on_read` {user}`ilan-gold` ({pr}`1633`)
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